Network Traffic Anomaly Detection Based on ML-ESN for Power Metering System

Table 3

The statistics of the training dataset.

ID	Type	Number of packets	Size (MB)
1	Normal	56000	3.63
2	Analysis	1560	0.108
3	Backdoors	1746	0.36
4	DoS	12264	2.42
5	Exploits	33393	8.31
6	Fuzzers	18184	4.62
7	Generic	40000	6.69
8	Reconnaissance	10491	2.42
9	Shellcode	1133	0.28
10	Worms	130	0.044